<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0120-6230</journal-id>
<journal-title><![CDATA[Revista Facultad de Ingeniería Universidad de Antioquia]]></journal-title>
<abbrev-journal-title><![CDATA[Rev.fac.ing.univ. Antioquia]]></abbrev-journal-title>
<issn>0120-6230</issn>
<publisher>
<publisher-name><![CDATA[Facultad de Ingeniería, Universidad de Antioquia]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-62302016000300131</article-id>
<article-id pub-id-type="doi">10.17533/udea.redin.n80a14</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Reconstruction of multispectral light field (5d plenoptic function) based on compressive sensing with colored coded apertures from 2D projections]]></article-title>
<article-title xml:lang="es"><![CDATA[Reconstrucción de campos de luz multiespectrales basada en la técnica de muestreo compresivo con aperturas codificadas de color a partir de proyecciones 2D]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[León-López]]></surname>
<given-names><![CDATA[Kareth Marcela]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Galvis-Carreño]]></surname>
<given-names><![CDATA[Laura Viviana]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Arguello-Fuentes]]></surname>
<given-names><![CDATA[Henry]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Industrial de Santander Facultad de Ingenierías Fisico mecánicas Escuela de Ingeniería de Sistemas e Informática]]></institution>
<addr-line><![CDATA[Bucaramanga ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,University of Delaware Department of Electrical and Computer Engineering ]]></institution>
<addr-line><![CDATA[Newark DE]]></addr-line>
<country>USA</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>07</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>07</month>
<year>2016</year>
</pub-date>
<numero>80</numero>
<fpage>131</fpage>
<lpage>141</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-62302016000300131&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-62302016000300131&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-62302016000300131&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract In the last decade, spatio - angular (light field) acquisition systems have advanced due to the inclusion of coded apertures in the optical path. These coded apertures, modulate the light, encoding the information before being captured. Traditionally, these coded apertures are binary, i.e. block and unblock the light rays in the spatial dimension, capturing sparse information of the scene. In this work, the binary coded aperture is replaced by a colored coded aperture which modulates the source not only spatially but spectrally. Thereby, it is possible to capture light fields in multiple wavelengths yielding high spectral resolution. The spectral information provides many features of a scene in different wavelengths, these features are not present in the visible range of the electromagnetic spectrum. In this paper, an algorithm that simulates the light field sampling with colored coded apertures is proposed. The proposed algorithm, exploits the redundant information of the scene based on the compressive sensing theory thus, capturing just a sparse signal. The multidimensional image can be recovered from the underlying signal through a reconstruction algorithm. Several simulations show the quality of the multispectral light field reconstructions. The PSNR (Peak Signal to Noise Ratio) values obtained for the reconstructions are around 25 dB.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen Los sistemas de adquisición de información espacio - angular en 4D o campos de luz, han avanzado en la última década debido a la inclusión de aperturas codificadas en el camino óptico del sistema. Dichas aperturas, modulan la luz codificando la información antes de ser capturada. Tradicionalmente, estas aperturas codificadas son aperturas binarias, es decir, bloquean o dejan pasar los rayos de luz en la dimensión espacial haciendo que se capture información dispersa de la escena. En este trabajo, se reemplazan las aperturas binarias por aperturas codificadas de color, que además de modular la luz espacialmente lo hacen espectralmente. De esta forma, es posible adquirir campos de luz en múltiples longitudes de onda y aumentar su resolución espectral. La importancia de obtener información en el espectro radica en que es posible capturar características que no están presentes en el rango visible del espectro electromagnético. En este artículo, se propone un algoritmo que simula la adquisición de una imagen de campo de luz usando aperturas codificadas de color. El sistema propuesto aprovecha la redundancia de información que se presenta en la escena basándose en la teoría del muestreo compresivo, así, solo se captura una señal dispersa de la escena. La imagen multidimensional es recuperada a partir de dicha señal mediante un algoritmo de reconstrucción. Los resultados de simulación muestran la calidad de reconstrucción del campo de luz multiespectral. La calidad de las reconstrucciones obtenidas es de alrededor de 25 dB en PSNR.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Light field]]></kwd>
<kwd lng="en"><![CDATA[compressive sensing]]></kwd>
<kwd lng="en"><![CDATA[multispectral image]]></kwd>
<kwd lng="en"><![CDATA[multispectral light field]]></kwd>
<kwd lng="en"><![CDATA[colored coded aperture]]></kwd>
<kwd lng="es"><![CDATA[Campo de luz]]></kwd>
<kwd lng="es"><![CDATA[muestreo compresivo]]></kwd>
<kwd lng="es"><![CDATA[imágenes multiespectrales]]></kwd>
<kwd lng="es"><![CDATA[campos de luz multiespectral]]></kwd>
<kwd lng="es"><![CDATA[aperturas codificadas de color]]></kwd>
</kwd-group>
</article-meta>
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